{"id":527,"date":"2021-06-21T22:14:00","date_gmt":"2021-06-22T02:14:00","guid":{"rendered":"https:\/\/www.softwareag.com\/?p=527"},"modified":"2026-05-07T17:43:50","modified_gmt":"2026-05-07T21:43:50","slug":"data-visualization-better-insights-faster","status":"publish","type":"post","link":"https:\/\/www.softwareag.com\/br\/blog\/data-integration\/data-visualization-better-insights-faster\/","title":{"rendered":"Visualiza\u00e7\u00e3o de dados: melhores insights, mais r\u00e1pido"},"content":{"rendered":"<p>Dados podem ser fundamentais; mas reuni-los de dezenas de fontes, tanto internas como externas e torn\u00e1-los acess\u00edveis para usu\u00e1rios e sistemas pode ser um verdadeiro desafio.<\/p>\n\n\n\n<p>Voc\u00ea sabe que, quando mais informa\u00e7\u00f5es est\u00e3o facilmente dispon\u00edveis, \u00e9 poss\u00edvel tomar decis\u00f5es de maior qualidade com mais rapidez. O desafio \u00e9 que, para muitas organiza\u00e7\u00f5es, dados valiosos est\u00e3o armazenados ou se originam de uma variedade de sistemas, em especial em mainframes isolados e plataformas legadas. De alguma forma, esses dados precisam ser disponibilizados de forma simples para consumo, caso contr\u00e1rio n\u00e3o agregam valor.<\/p>\n\n\n\n<p>A demanda incessante por dados assume muitas formas. Ferramentas de business intelligence (BI) e an\u00e1lise precisam de informa\u00e7\u00f5es em tempo real para gerar insights. Seus usu\u00e1rios precisam de dashboards que ajudem a entender tend\u00eancias e a desenvolver novas ideias. O reporting exige uma vis\u00e3o completa e precisa da organiza\u00e7\u00e3o. E um n\u00famero crescente de ferramentas de autoatendimento depende da capacidade de entregar dados a qualquer dispositivo.<\/p>\n\n\n\n<p class=\"translation-block\">Embora esses casos de uso sejam diferentes, o desafio \u00e9 semelhante: como fornecer acesso em tempo real aos dados, independentemente de onde eles estejam armazenados, de forma simples de configurar, flex\u00edvel e completa?\n\nA dimens\u00e3o desse desafio fica mais clara quando se considera a diversidade de formatos e fontes de dados, incluindo plataformas legadas isoladas. Entre 40% e 80% dos dados corporativos, por exemplo, est\u00e3o armazenados ou se originam no mainframe. E empresas com hist\u00f3rico de fus\u00f5es ou aquisi\u00e7\u00f5es acabam dependendo de m\u00faltiplos sistemas que nunca foram projetados para funcionar em conjunto.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-an-elegant-data-solution\">Uma solu\u00e7\u00e3o de dados elegante<\/h3>\n\n\n\n<p class=\"translation-block\">A <a href=\"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/data-virtualization\/\" target=\"_self\">Virtualiza\u00e7\u00e3o de Dados<\/a> \u00e9 uma forma elegante e eficaz de entregar essas informa\u00e7\u00f5es onde seus usu\u00e1rios e sistemas precisam. E, ao conectar, e n\u00e3o apenas coletar seus dados, voc\u00ea pode deixar de depender de uploads via FTP, que consomem tempo, em favor de um acesso simples, flex\u00edvel e em tempo real aos dados.<\/p>\n\n\n\n<p>A Virtualiza\u00e7\u00e3o \u00e9 uma t\u00e9cnica que combina todos esses dados, provenientes de m\u00faltiplas fontes e plataformas, em uma \u00fanica vis\u00e3o SQL, uma vis\u00e3o virtual organizada como um banco de dados relacional \u00fanico, que pode ser consultado de forma simples e consistente.\n\nA virtualiza\u00e7\u00e3o \u00e9 mais r\u00e1pida do que carregar seus dados em um data warehouse. E, como n\u00e3o movimenta os dados, ela n\u00e3o consome recursos que poderiam reduzir o desempenho das suas aplica\u00e7\u00f5es existentes.<\/p>\n\n\n\n<p class=\"translation-block\">O resultado: o poder de entregar projetos de forma r\u00e1pida e simples, aproveitando as habilidades da sua equipe em SQL ou <a href=\"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/connx-microsoft-excel\/\" target=\"_self\">Excel<\/a>, para oferecer uma vis\u00e3o \u00fanica dos dados que voc\u00ea precisa, sem mov\u00ea-los ou criar um novo data warehouse.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-can-you-do-with-this-power\">O que voc\u00ea pode fazer com esse poder?<\/h3>\n\n\n\n<h5 class=\"wp-block-heading\" id=\"h-enhance-your-analytics\">Aprimorar suas an\u00e1lises<\/h5>\n\n\n\n<p>A virtualiza\u00e7\u00e3o permite estender dados legados para ferramentas modernas de BI e an\u00e1lise, sejam elas on-premises, h\u00edbridas ou baseadas na nuvem. Seus sistemas passam a enxergar apenas os dados em tempo real de que precisam, e n\u00e3o a complexidade das m\u00faltiplas fontes de dados subjacentes e n\u00e3o relacionais.<\/p>\n\n\n\n<p class=\"translation-block\"><a href=\"https:\/\/www.softwareag.com\/br\/resources\/data-integration\/data-access\/\" target=\"_self\">O acesso a dados em tempo real<\/a> \u00e9 especialmente valioso para dashboards, visualiza\u00e7\u00f5es e relat\u00f3rios. Voc\u00ea n\u00e3o precisa mais esperar que os sistemas executem um processamento em lote noturno \u2014 os dados atuais est\u00e3o dispon\u00edveis quando voc\u00ea precisa deles, independentemente de onde estejam armazenados.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-create-new-self-service-tools\">Criar novas ferramentas de autoatendimento<\/h3>\n\n\n\n<p>A virtualiza\u00e7\u00e3o tamb\u00e9m pode ser usada para entregar insights a clientes e cidad\u00e3os. Voc\u00ea pode elevar os n\u00edveis de engajamento do cliente com ferramentas de autoatendimento que utilizam dados em tempo real.<\/p>\n\n\n\n<p>Os casos de uso incluem:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Ajudando clientes a encontrar o que precisam, com status de estoque instant\u00e2neo que recupera informa\u00e7\u00f5es de produtos a partir de diversas fontes e locais.<\/li>\n\n\n\n<li>Facilitando uma experi\u00eancia cont\u00ednua com sistemas de autoatendimento para reservas e pedidos online, acess\u00edveis a partir de qualquer dispositivo desktop ou m\u00f3vel.<\/li>\n\n\n\n<li>Oferecendo servi\u00e7os p\u00fablicos de forma mais eficiente, para que os cidad\u00e3os possam obter as informa\u00e7\u00f5es de que precisam a partir de dados conectados de m\u00faltiplas fontes e locais, inclusive de diferentes \u00f3rg\u00e3os.<\/li>\n<\/ul>\n\n\n\n<p>Nossa estrat\u00e9gia de virtualiza\u00e7\u00e3o facilita a coleta de dados em toda a sua organiza\u00e7\u00e3o e a gera\u00e7\u00e3o de insights. Para maximizar os tipos de dados que voc\u00ea pode virtualizar, a Software AG est\u00e1 comprometida em ajudar voc\u00ea a evoluir a partir de legados.<\/p>\n\n\n\n<p class=\"translation-block\">O <a href=\"https:\/\/www.softwareag.com\/br\/connx\/\" target=\"_self\">CONNX<\/a> fornece <a href=\"https:\/\/www.softwareag.com\/br\/connx\/connx-db-adapters\/\" target=\"_self\">conectores<\/a> para mais de 150 fontes e plataformas de dados, incluindo mainframe e sistemas legados, utilizando mecanismos comuns de conectividade como ODBC, JDBC, .NET, J2EE e OLE DB. Isso permite traduzir todas as suas fontes de dados, incluindo bancos n\u00e3o relacionais, para padr\u00f5es SQL, mantendo intactos os seus mecanismos de seguran\u00e7a existentes.<\/p>\n\n\n\n<p class=\"translation-block\">A forma mais simples de gerar insights \u00e9 aproveitar as habilidades que sua organiza\u00e7\u00e3o j\u00e1 possui. Al\u00e9m de consultas SQL, permitimos que seus analistas de dados leiam e gravem dados de mais de 150 tipos de fontes e plataformas usando Excel. Com apenas <a href=\"https:\/\/info.softwareag.com\/mfi_share_your_mfi_data_in_2clicks_webinar.html\" target=\"_blank\" rel=\"noreferrer noopener\">alguns cliques, voc\u00ea pode criar<\/a> um conjunto de dados virtualizado e, em seguida, usar habilidades de Excel para entender tend\u00eancias e tomar melhores decis\u00f5es de neg\u00f3cio.<\/p>\n\n\n\n<p>Mais do que nunca, o sucesso da sua organiza\u00e7\u00e3o \u00e9 determinado pela velocidade e pela qualidade dos dados que voc\u00ea consegue entregar. Os consumidores desses dados, sejam usu\u00e1rios de neg\u00f3cio, clientes ou ferramentas automatizadas,  precisam ter acesso \u00e0s informa\u00e7\u00f5es em toda a empresa, sem se preocupar com a complexidade das fontes de dados subjacentes.<\/p>\n\n\n\n<p class=\"translation-block\">A virtualiza\u00e7\u00e3o de dados \u00e9 uma abordagem vencedora para integrar dados em tempo real de qualquer fonte ou localiza\u00e7\u00e3o, desde legados at\u00e9 a nuvem e tudo o que existe entre eles. Saiba mais sobre as formas como a <a href=\"https:\/\/www.softwareag.com\/br\/connx\/\" target=\"_self\">virtualiza\u00e7\u00e3o de dados<\/a> pode ajudar voc\u00ea a entregar insights que impulsionam inova\u00e7\u00e3o e sucesso.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n    <section\n        class=\"o-related-posts alignwide\"\n        aria-label=\"Conte\u00fados relacionados\"\n        style=\"--related-posts-columns: 3;\"\n    >\n        <div class=\"o-related-posts__inner\">\n            <div class=\"o-related-posts__header\">\n                <h6 class=\"o-related-posts__eyebrow\">Conte\u00fados relacionados<\/h6>\n                                    <h2 class=\"o-related-posts__heading\">Conte\u00fados relacionados mais recentes<\/h2>\n                                            <\/div>\n\n            <div class=\"o-related-posts__grid\">\n                                                                                                                        <a href=\"https:\/\/www.softwareag.com\/br\/blog\/skills\/how-global-leaders-are-solving-the-mainframe-capacity-crisis-with-real-world-case-studies\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-1024x682.jpeg\" class=\"attachment-large size-large wp-post-image\" alt=\"racks de servidores em data center\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-1024x682.jpeg 1024w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-300x200.jpeg 300w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-768x512.jpeg 768w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-1536x1024.jpeg 1536w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751-18x12.jpeg 18w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/pexels-photo-4508751.jpeg 1880w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n                                                            <\/div>\n                                                            <div class=\"o-related-posts__top-meta\">\n                                                                            <span class=\"m-card-post__category\">Blog<\/span>\n                                                                                                                <span\n                                            class=\"m-card-post__time o-related-posts__time-inline sag-readtime-label\"\n                                        >\n                                            <span\n                                                class=\"material-symbols-outlined o-related-posts__time-icon\"\n                                                aria-hidden=\"true\" data-no-translation=\"\"\n                                            >\n                                                schedule\n                                            <\/span>\n                                            4 MIN LEITURA\n                                        <\/span>\n                                                                    <\/div>\n                                                        <h3 class=\"m-card-post__title\">Como l\u00edderes globais est\u00e3o solucionando a crise de capacidade dos mainframes: 3 estudos de caso reais\u00a0<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    Empresas melhoraram a efici\u00eancia da CPU ao redistribuir cargas de trabalho COBOL com o JOPAZ, alcan\u00e7ando economia significativa de custos e melhorias de desempenho sem alterar os ambientes existentes [\u2026]\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a href=\"https:\/\/www.softwareag.com\/br\/blog\/skills\/modernizing-natural-development-devops\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"534\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/AdobeStock_509990675.jpeg\" class=\"attachment-large size-large wp-post-image\" alt=\"colaborando em torno de um projeto\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/AdobeStock_509990675.jpeg 800w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/AdobeStock_509990675-300x200.jpeg 300w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/AdobeStock_509990675-768x513.jpeg 768w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/04\/AdobeStock_509990675-18x12.jpeg 18w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/>\n                                                            <\/div>\n                                                            <div class=\"o-related-posts__top-meta\">\n                                                                            <span class=\"m-card-post__category\">Blog<\/span>\n                                                                                                                <span\n                                            class=\"m-card-post__time o-related-posts__time-inline sag-readtime-label\"\n                                        >\n                                            <span\n                                                class=\"material-symbols-outlined o-related-posts__time-icon\"\n                                                aria-hidden=\"true\" data-no-translation=\"\"\n                                            >\n                                                schedule\n                                            <\/span>\n                                            5 MIN leitura\n                                        <\/span>\n                                                                    <\/div>\n                                                        <h3 class=\"m-card-post__title\">Seus especialistas v\u00e3o se aposentar. Mas o conhecimento deles pode permanecer.<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    \u00c0 medida que desenvolvedores experientes de Adabas &amp; Natural se aproximam da aposentadoria, as organiza\u00e7\u00f5es enfrentam um risco crescente de perder, junto com eles, d\u00e9cadas de conhecimento de neg\u00f3cios essenciais para opera\u00e7\u00f5es de miss\u00e3o cr\u00edtica. As ferramentas e pr\u00e1ticas de moderniza\u00e7\u00e3o de desenvolvimento da Software AG ajudam as organiza\u00e7\u00f5es a preservar a l\u00f3gica profunda das aplica\u00e7\u00f5es e o conhecimento operacional acumulado por equipes com muitos anos de experi\u00eancia.\n                                <\/p>\n                                                    <\/a>\n                                                                                                                                            <a href=\"https:\/\/www.softwareag.com\/br\/blog\/mainframe-optimization\/mainframe-optimization-maximize-your-ibm-z-without-risk\/\" class=\"m-card-post o-related-posts__card\">\n                            <div class=\"m-card-post__image\">\n                                                                    <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-1024x683.jpg\" class=\"attachment-large size-large wp-post-image\" alt=\"Otimiza\u00e7\u00e3o de mainframe imagem gerada por computador\" srcset=\"https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-1024x683.jpg 1024w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-300x200.jpg 300w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-768x512.jpg 768w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-1536x1024.jpg 1536w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-2048x1365.jpg 2048w, https:\/\/www.softwareag.com\/app\/uploads\/2026\/03\/steve-johnson-EXUwcap_6oA-unsplash-18x12.jpg 18w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n                                                            <\/div>\n                                                            <div class=\"o-related-posts__top-meta\">\n                                                                            <span class=\"m-card-post__category\">Blog<\/span>\n                                                                                                                <span\n                                            class=\"m-card-post__time o-related-posts__time-inline sag-readtime-label\"\n                                        >\n                                            <span\n                                                class=\"material-symbols-outlined o-related-posts__time-icon\"\n                                                aria-hidden=\"true\" data-no-translation=\"\"\n                                            >\n                                                schedule\n                                            <\/span>\n                                            4 MIN LEITURA\n                                        <\/span>\n                                                                    <\/div>\n                                                        <h3 class=\"m-card-post__title\">Otimiza\u00e7\u00e3o de mainframe: maximize o potencial do seu IBM Z sem riscos<\/h3>\n                                                            <p class=\"m-card-post__excerpt\">\n                                    O JOPAZ otimiza cargas de trabalho COBOL no IBM Z ao compil\u00e1-las em Java compat\u00edvel com zIIP, liberando capacidade de GP para IA, analytics e inova\u00e7\u00e3o, sem interrup\u00e7\u00f5es.\n                                <\/p>\n                                                    <\/a>\n                                                <\/div>\n        <\/div>\n    <\/section>","protected":false},"excerpt":{"rendered":"<p>A virtualiza\u00e7\u00e3o de dados permite acesso em tempo real a informa\u00e7\u00f5es de diversas fontes, incluindo sistemas legados, oferecendo uma vis\u00e3o unificada em SQL sem necessidade de movimenta\u00e7\u00e3o de dados, para maior agilidade e flexibilidade.<\/p>","protected":false},"author":9,"featured_media":528,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[45],"tags":[60,61],"product":[48],"class_list":["post-527","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-data-integration","tag-cloud","tag-mainframe","product-connx"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.2 (Yoast SEO v27.2) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Data visualization: Better insights, faster | Software AG<\/title>\n<meta name=\"description\" content=\"Unlock the power of data visualization to make informed decisions with real-time insights and actionable dashboards.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data visualization: Better insights, faster\" \/>\n<meta property=\"og:description\" content=\"Unlock the power of data visualization to make informed decisions with real-time insights and actionable dashboards.\" \/>\n<meta property=\"og:url\" content=\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\" \/>\n<meta property=\"og:site_name\" content=\"Software AG\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SoftwareAG\" \/>\n<meta property=\"article:published_time\" content=\"2021-06-22T02:14:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-05-07T21:43:50+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/live-www-sag.pantheonsite.io\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Nicole Ritchie\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@softwareag\" \/>\n<meta name=\"twitter:site\" content=\"@softwareag\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Nicole Ritchie\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#article\",\"isPartOf\":{\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\"},\"author\":{\"@type\":\"Person\",\"@id\":\"https:\/\/www.softwareag.com\/br\/contributors\/nicole-ritchie\/#person-contributor-5474\",\"name\":\"Nicole Ritchie\",\"url\":\"https:\/\/www.softwareag.com\/br\/contributors\/nicole-ritchie\/\"},\"headline\":\"Data visualization: Better insights, faster\",\"datePublished\":\"2021-06-22T02:14:00+00:00\",\"dateModified\":\"2026-05-07T21:43:50+00:00\",\"mainEntityOfPage\":{\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\"},\"wordCount\":837,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.softwareag.com\/en\/#organization\"},\"image\":{\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg\",\"keywords\":[\"Cloud\",\"Mainframe\"],\"articleSection\":[\"Data Integration\"],\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\",\"url\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\",\"name\":\"Data visualization: Better insights, faster | Software AG\",\"isPartOf\":{\"@id\":\"https:\/\/www.softwareag.com\/en\/#website\"},\"primaryImageOfPage\":{\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage\"},\"image\":{\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg\",\"datePublished\":\"2021-06-22T02:14:00+00:00\",\"dateModified\":\"2026-05-07T21:43:50+00:00\",\"description\":\"Unlock the power of data visualization to make informed decisions with real-time insights and actionable dashboards.\",\"breadcrumb\":{\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#breadcrumb\"},\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage\",\"url\":\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg\",\"contentUrl\":\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg\",\"width\":1920,\"height\":1080},{\"@type\":\"BreadcrumbList\",\"@id\":\"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.softwareag.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data visualization: Better insights, faster\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.softwareag.com\/en\/#website\",\"url\":\"https:\/\/www.softwareag.com\/en\/\",\"name\":\"Software AG\",\"description\":\"Software AG&#039;s digital transformation solutions &amp; services\",\"publisher\":{\"@id\":\"https:\/\/www.softwareag.com\/en\/#organization\"},\"alternateName\":\"SAG\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.softwareag.com\/en\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"pt-BR\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.softwareag.com\/en\/#organization\",\"name\":\"Software AG\",\"alternateName\":\"SAG\",\"url\":\"https:\/\/www.softwareag.com\/en\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/www.softwareag.com\/en\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/09\/software-gmbh-dark-logo-bg_Small.jpeg\",\"contentUrl\":\"https:\/\/www.softwareag.com\/app\/uploads\/2025\/09\/software-gmbh-dark-logo-bg_Small.jpeg\",\"width\":800,\"height\":450,\"caption\":\"Software AG\"},\"image\":{\"@id\":\"https:\/\/www.softwareag.com\/en\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/SoftwareAG\",\"https:\/\/x.com\/softwareag\",\"https:\/\/www.linkedin.com\/company\/software-ag\",\"https:\/\/www.youtube.com\/user\/SOFTWAREAG\"],\"description\":\"Software AG is a global enterprise software company dedicated to facilitating digital transformation for large-scale organizations. They specialize in modernizing legacy infrastructure, optimizing mainframe operations, and enabling seamless data integration across hybrid environments.\",\"numberOfEmployees\":{\"@type\":\"QuantitativeValue\",\"minValue\":\"501\",\"maxValue\":\"1000\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.softwareag.com\/en\/#\/schema\/person\/01b3bf721a70a667820cd608911526e7\",\"name\":\"Josh Smith\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"pt-BR\",\"@id\":\"https:\/\/secure.gravatar.com\/avatar\/0b63d603716ac4c23887f0bbd176fa6c379126c91f64d52d2cf27a6e4d7b2fd6?s=96&d=mm&r=g\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0b63d603716ac4c23887f0bbd176fa6c379126c91f64d52d2cf27a6e4d7b2fd6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0b63d603716ac4c23887f0bbd176fa6c379126c91f64d52d2cf27a6e4d7b2fd6?s=96&d=mm&r=g\",\"caption\":\"Josh Smith\"}}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Visualiza\u00e7\u00e3o de dados: insights melhores, mais r\u00e1pidos | Software AG","description":"Desbloqueie o poder da visualiza\u00e7\u00e3o de dados para tomar decis\u00f5es informadas com insights em tempo real e dashboards acion\u00e1veis.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/","og_locale":"pt_BR","og_type":"article","og_title":"Data visualization: Better insights, faster","og_description":"Unlock the power of data visualization to make informed decisions with real-time insights and actionable dashboards.","og_url":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/","og_site_name":"Software AG","article_publisher":"https:\/\/www.facebook.com\/SoftwareAG","article_published_time":"2021-06-22T02:14:00+00:00","article_modified_time":"2026-05-07T21:43:50+00:00","og_image":[{"width":1920,"height":1080,"url":"http:\/\/live-www-sag.pantheonsite.io\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg","type":"image\/jpeg"}],"author":"Nicole Ritchie","twitter_card":"summary_large_image","twitter_creator":"@softwareag","twitter_site":"@softwareag","twitter_misc":{"Written by":"Nicole Ritchie","Est. reading time":"6 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#article","isPartOf":{"@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/"},"author":{"@type":"Person","@id":"https:\/\/www.softwareag.com\/br\/contributors\/nicole-ritchie\/#person-contributor-5474","name":"Nicole Ritchie","url":"https:\/\/www.softwareag.com\/br\/contributors\/nicole-ritchie\/"},"headline":"Data visualization: Better insights, faster","datePublished":"2021-06-22T02:14:00+00:00","dateModified":"2026-05-07T21:43:50+00:00","mainEntityOfPage":{"@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/"},"wordCount":837,"commentCount":0,"publisher":{"@id":"https:\/\/www.softwareag.com\/en\/#organization"},"image":{"@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage"},"thumbnailUrl":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg","keywords":["Cloud","Mainframe"],"articleSection":["Data Integration"],"inLanguage":"pt-BR","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#respond"]}]},{"@type":"WebPage","@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/","url":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/","name":"Visualiza\u00e7\u00e3o de dados: insights melhores, mais r\u00e1pidos | Software AG","isPartOf":{"@id":"https:\/\/www.softwareag.com\/en\/#website"},"primaryImageOfPage":{"@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage"},"image":{"@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage"},"thumbnailUrl":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg","datePublished":"2021-06-22T02:14:00+00:00","dateModified":"2026-05-07T21:43:50+00:00","description":"Desbloqueie o poder da visualiza\u00e7\u00e3o de dados para tomar decis\u00f5es informadas com insights em tempo real e dashboards acion\u00e1veis.","breadcrumb":{"@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#breadcrumb"},"inLanguage":"pt-BR","potentialAction":[{"@type":"ReadAction","target":["http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/"]}]},{"@type":"ImageObject","inLanguage":"pt-BR","@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#primaryimage","url":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg","contentUrl":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg","width":1920,"height":1080},{"@type":"BreadcrumbList","@id":"http:\/\/live-www-sag.pantheonsite.io\/en\/blog\/data-integration\/data-visualization-better-insights-faster\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.softwareag.com\/"},{"@type":"ListItem","position":2,"name":"Data visualization: Better insights, faster"}]},{"@type":"WebSite","@id":"https:\/\/www.softwareag.com\/en\/#website","url":"https:\/\/www.softwareag.com\/en\/","name":"Software AG","description":"Solu\u00e7\u00f5es e servi\u00e7os de transforma\u00e7\u00e3o digital da Software AG","publisher":{"@id":"https:\/\/www.softwareag.com\/en\/#organization"},"alternateName":"SAG","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.softwareag.com\/en\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"pt-BR"},{"@type":"Organization","@id":"https:\/\/www.softwareag.com\/en\/#organization","name":"Software AG","alternateName":"SAG","url":"https:\/\/www.softwareag.com\/en\/","logo":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/www.softwareag.com\/en\/#\/schema\/logo\/image\/","url":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/09\/software-gmbh-dark-logo-bg_Small.jpeg","contentUrl":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/09\/software-gmbh-dark-logo-bg_Small.jpeg","width":800,"height":450,"caption":"Software AG"},"image":{"@id":"https:\/\/www.softwareag.com\/en\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/SoftwareAG","https:\/\/x.com\/softwareag","https:\/\/www.linkedin.com\/company\/software-ag","https:\/\/www.youtube.com\/user\/SOFTWAREAG"],"description":"A Software AG \u00e9 uma empresa global de software empresarial dedicada a facilitar a transforma\u00e7\u00e3o digital de grandes organiza\u00e7\u00f5es. Ela \u00e9 especializada na moderniza\u00e7\u00e3o de infraestruturas legadas, na otimiza\u00e7\u00e3o de opera\u00e7\u00f5es de mainframe e na integra\u00e7\u00e3o perfeita de dados em ambientes h\u00edbridos.","numberOfEmployees":{"@type":"QuantitativeValue","minValue":"501","maxValue":"1000"}},{"@type":"Person","@id":"https:\/\/www.softwareag.com\/en\/#\/schema\/person\/01b3bf721a70a667820cd608911526e7","name":"Josh Smith","image":{"@type":"ImageObject","inLanguage":"pt-BR","@id":"https:\/\/secure.gravatar.com\/avatar\/0b63d603716ac4c23887f0bbd176fa6c379126c91f64d52d2cf27a6e4d7b2fd6?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/0b63d603716ac4c23887f0bbd176fa6c379126c91f64d52d2cf27a6e4d7b2fd6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0b63d603716ac4c23887f0bbd176fa6c379126c91f64d52d2cf27a6e4d7b2fd6?s=96&d=mm&r=g","caption":"Josh Smith"}}]}},"jetpack_featured_media_url":"https:\/\/www.softwareag.com\/app\/uploads\/2025\/08\/blog-data-visualization-better-insights-hero.jpg","jetpack_sharing_enabled":true,"jetpack-related-posts":[],"_links":{"self":[{"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/posts\/527","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/users\/9"}],"replies":[{"embeddable":true,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/comments?post=527"}],"version-history":[{"count":6,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/posts\/527\/revisions"}],"predecessor-version":[{"id":8603,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/posts\/527\/revisions\/8603"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/media\/528"}],"wp:attachment":[{"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/media?parent=527"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/categories?post=527"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/tags?post=527"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/www.softwareag.com\/br\/wp-json\/wp\/v2\/product?post=527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}